Maximum iterations for NSGA-II are 500.
The OSS code can be downloaded from the author's homepage and the maximum iterations for OSS we set is also 3000.
The parameter configurations for our variational solutions are the same to that of MIMLfast, while the maximum co-training iteration is set to 5 for Co-MIML, the maximum iterations for SGD is fixed at 10.
For RSEG, we used the 'rseg-diff' function to compare H3K27me3 enrichment against each individual's ChIP input file, with the recommended 20 maximum iterations for hidden Markov model training.
If the maximum iteration number for simulated annealing (i.e. the termination criterion) is not reached, a new guess for the adjustable parameters is generated.
For the proposed SQP PSO algorithm, the population size is 100 and maximum iteration is 3 for PSO.
We increase p and go back to the update in (39) until E g α ˜ l, k ; Δ α ˜ k p − E g α ˜ l, k ; Δ α ˜ k p + 1 ≤ ρ., where ρ is a parameter small enough for the pre-determined threshold or p reaches a pre-determined maximum iteration number P. For computational efficiency, fast Fourier transform should be used in the implementation of the calculation above.
Correlations for Biological Processes and Molecular Functions were made against microarray data using maximum gene dataset of 100, minimum dataset of 5 and maximum iterations of 10,000.
In Figure 6, we compare the PAPR reduction performance of the IWO-PRT with different modulations, with the same size of population P = 30, and with the same maximum iteration number I = 30 for W = 16.
